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DOCSIS 3.1 Downstream Early Lessons Learned
By John J. Downey, Cisco Systems Inc.
2017
Upstream OFDMA Anomaly Detection and Triaging
By Jay Zhu & Karthik Sundaresan, CableLabs
2021
Field Measurements of Nonlinear Distortion in Digital Cable Plants
By Tom Williams and Belal Hamzeh, CableLabs and Ron Hranac, Cisco Systems
2014
Using PNM Tools to Identify Misaligned Amplifiers
By Mike O'Dell, Comcast; Westley Darby, Comcast; Jason Rupe, CableLabs; Andy Martushev, Comcast; Alex Zayvelev, Comcast
2023
Network Migration Demystified In The DOCSIS 3.1 Era And Beyond
By Ayham Al-Banna, Tom Cloonan, and Frank O’Keeffe, ARRIS, and Dennis Steiger, nbn
2016
Practical Lessons from D3.1 Deployments and a Profile Management Application
By Karthik Sundaresan, Jay Zhu & Mayank Mishra, CableLabs; James Lin, Kyrio/CableLabs
2019
Monitoring The Variable Network: Impact Of DOCSIS® 3.1 On Plant Utilization Metrics
By Niki Pantelias, Broadcom Corporation
2015
DOCSIS 3.1 Overdrive: Dynamic Optimization Using A Programmable Physical Layer
By Saifur Rahman and Joe Solomon, Comcast, Jason Schnizter and Dr. David Early, Applied Broadband
2016
A Deep Learning Approach for Detecting RF Spectrum Impairments and Conducting Root Cause Analysis
By Kevin Dugan, Justin Evans, Maher Harb; Comcast
2022
Developing the DOCSIS 4.0 Playbook for the Season of 10G
By Dr. Robert Howald, Jon Cave & Olakunle Ekundare, Comcast; John Williams & Matt Petersen, Charter Communications
2021
When Physical Layer Simulation Gets Real
By Ramya Narayanaswamy, Karthik Subramanya, Dr. Richard Prodan & Larry Wolcott, Comcast
2021
Proactive Network Maintenance (PNM) Paves the Way for More Upstream Bandwidth
By Takashi Hayakawa, Mike O’Dell, Paul Schauer, Larry Wolcott; Comcast
2022
Managing the Data Firehose to Put Out Network Fires
By Jingjie Zhu, CableLabs
2022
A Practical Approach to Virtualizing DOCSIS 3.1 Network Functions
By David S. Early, Applied Broadband, Inc.; Paul E. Schauer, Comcast; Jason K. Schnitzer, Applied Broadband, Inc
2017
Machine Learning and Proactive Network Maintenance: Transforming Today's Plant Operations
By Brady Volpe, The VolpeFirm and NimbleThis; Berk Ottlik, NimbleThis LLC
2021
Convolutional Neural Networks for Proactive Network Management
By Jude Ferreira, Maher Harb, Karthik Subramanya, Bryan Santangelo & Dan Rice, Comcast
2020
Time is Ripe for D3.0 Farming: Achieving Optimal Spectral Efficiency by Allocating D3.0 Spectrum to OFDM
By Maher Harb, Chad Humble, Sebnem Ozer, Dan Rice; Comcast
2022
Kickstarting Proactive Network Maintenance with the Proactive Operations Platform and Example Application
By Jason Rupe, Ph.D. & Jingjie Zhu, CableLabs
2019
Right Technician at the Right Time: Using Machine Learning to Predict Network Maintenance Issues
By Anastasia Vishnyakova, Rama Mahajanam, Mike O’Dell, May Merkle-Tan, Catherine Hay & Lisa Pham, Comcast Cable
2021
Upstream Triggered Spectrum Capture
By Allen Maharaj, Rogers Communications; James Medlock, Akleza, INC
2023